Evidence map›Paper›PMID 39466099›Full record

ArticleNorth Carolina medical journal2024

A Health Care Clinical Data Platform for Rapid Deployment of Artificial Intelligence and Machine Learning Algorithms for Cancer Care and Oncology Clinical Trials.

Soma Sengupta, Rohan Rao, Zachary Kaufman, Timothy J Stuhlmiller, Kenny K Wong, Santosh Kesari, Mark A Shapiro, Glenn A Kramer

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in North Carolina medical journal, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Soma SenguptaDepartment of Neurosurgery, School of Medicine, University of North Carolina at Chapel Hill.
Rohan RaoRonald Reagan UCLA Medical Center, University of California, Los Angeles.
Zachary KaufmanxCures, Oakland, CA.
Timothy J StuhlmillerxCures, Oakland, CA.
Kenny K WongxCures, Oakland, CA.
Santosh KesariDepartment of Translational Neurosciences, Saint John's Cancer Institute, Saint John's Health Center, Santa Monica, CA.
Mark A ShapiroxCures, Oakland, CA.
Glenn A KramerxCures, Oakland, CA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The xCures platform aggregates, organizes, structures, and normalizes clinical EMR data across care sites, utilizing advanced technologies for near real-time access. The platform generates data in a format to support clinical care, accelerate research, and promote artificial intelligence/ machine learning algorithm development, highlighted by a clinical decision support algorithm for precision oncology.

Indexed as

Artificial IntelligenceElectronic Health RecordsMachine LearningNeoplasmsAlgorithmsClinical Trials as TopicDecision Support Systems, ClinicalHumansMedical Oncologyalgorithm developmentartificial intelligencecancerclinical decision supportmachine learningoncologySoma Sengupta

Identifiers

PMID39466099
PMCPMC13368239

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-SA
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.